The prediction of self-harm behaviors in young adults with multi-modal data: an XGBoost approach

Xiao-Ming Xu,Yang S. Liu,Su Hong,Chuan Liu,Jun Cao,Xiao-Rong Chen,Zhen Lv,Bo Cao,Heng-Guang Wang,Wo Wang,Ming Ai,Li Kuang

Journal of Affective Disorders Reports（2024）

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摘要

•XGBoost is a reliable approach for predicting self-harm in young adults.•NTRK2 gene showed the importance of self-harm in young adults.•We should prioritized the top 20 important features in screening self-harm behaviors.

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关键词

Self-harm,Young adults,XGBoost,Single nucleotide polymorphism

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